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  <img src="src/images/dgx-spark-banner.png" alt="NVIDIA DGX Spark"/>
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# DGX Spark Playbooks

Collection of step-by-step playbooks for setting up AI/ML workloads on NVIDIA DGX Spark devices with Blackwell architecture.

## About

These playbooks provide detailed instructions for:
- Installing and configuring popular AI frameworks
- Running inference with optimized models
- Setting up development environments
- Connecting and managing your DGX Spark device

Each playbook includes prerequisites, step-by-step instructions, troubleshooting guidance, and example code.

## Available Playbooks

### NVIDIA

- [Comfy UI](nvidia/comfy-ui/)
- [Set Up Local Network Access](nvidia/connect-to-your-spark/)
- [Connect Two Sparks](nvidia/connect-two-sparks/)
- [DGX Dashboard](nvidia/dgx-dashboard/)
- [FLUX.1 Dreambooth LoRA Fine-tuning](nvidia/flux-finetuning/)
- [Optimized JAX](nvidia/jax/)
- [LLaMA Factory](nvidia/llama-factory/)
- [Build and Deploy a Multi-Agent Chatbot](nvidia/multi-agent-chatbot/)
- [Multi-modal Inference](nvidia/multi-modal-inference/)
- [NCCL for Two Sparks](nvidia/nccl/)
- [Fine-tune with NeMo](nvidia/nemo-fine-tune/)
- [NIM on Spark](nvidia/nim-llm/)
- [NVFP4 Quantization](nvidia/nvfp4-quantization/)
- [Ollama](nvidia/ollama/)
- [Open WebUI with Ollama](nvidia/open-webui/)
- [Fine tune with Pytorch](nvidia/pytorch-fine-tune/)
- [RAG application in AI Workbench](nvidia/rag-ai-workbench/)
- [Speculative Decoding](nvidia/speculative-decoding/)
- [Set up Tailscale on your Spark](nvidia/tailscale/)
- [TRT LLM for Inference](nvidia/trt-llm/)
- [Text to Knowledge Graph](nvidia/txt2kg/)
- [Unsloth on DGX Spark](nvidia/unsloth/)
- [Install and Use vLLM for Inference](nvidia/vllm/)
- [Vision-Language Model Fine-tuning](nvidia/vlm-finetuning/)
- [VS Code](nvidia/vscode/)
- [Video Search and Summarization](nvidia/vss/)

## Resources

- **Documentation**: https://docs.nvidia.com/dgx/dgx-spark/
- **Developer Forum**: https://forums.developer.nvidia.com/c/accelerated-computing/dgx-spark-gb10
- **Terms of Service**: https://www.nvidia.com/en-us/agreements/enterprise-software/product-specific-terms-for-ai-products/

## License

- [LICENSE](LICENSE) for licensing information.
- [LICENSE-3rd-party](LICENSE-3rd-party) for third-party licensing information.
